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Cost-Based Optimization of Isolated Footing in Cohesive Soils Using Generalized Reduced Gradient Method

Authors :
Muhammad Naqeeb Nawaz
Agha Shah Ali
Syed Taseer Abbas Jaffar
Turab H. Jafri
Tae-Min Oh
Mirvat Abdallah
Steve Karam
Marc Azab
Source :
Buildings, Vol 12, Iss 10, p 1646 (2022)
Publication Year :
2022
Publisher :
MDPI AG, 2022.

Abstract

This study presents a cost-based optimization model for the design of isolated foundations in cohesive soils. The optimization algorithm not only incorporates safety requirements in the form of ultimate limit state (ULS) and serviceability limit state (SLS) criteria but also deals with the economics simultaneously. In that regard, the generalized reduced gradient (GRG) method is used for the optimization purpose to achieve the least construction cost of an isolated foundation along with the integration of design parameters as optimization variables. The optimization technique is elaborated using a design example in silty clayey soil and the results of the optimized design are compared with those of the conventional design. The optimization model shows that the optimized design can reduce the construction cost by up to 44% as compared to the conventional design cost for the particular example. Moreover, a sensitivity analysis is also performed to evaluate the quantitative impact of cohesive soil properties, design load, and groundwater table on the construction cost. The results indicate that the construction cost majorly depends on the combined effect of four key parameters: Young’s modulus, recompression index, design load, and groundwater table.

Details

Language :
English
ISSN :
20755309
Volume :
12
Issue :
10
Database :
Directory of Open Access Journals
Journal :
Buildings
Publication Type :
Academic Journal
Accession number :
edsdoj.37b7f8071e742d8823346282dc3a4c6
Document Type :
article
Full Text :
https://doi.org/10.3390/buildings12101646